资源列表
PSO&GA
- 本文件对PID参数kp,ki,kd进行寻优，以ITAE作为指标函数。 PSO 文件中有详细的参数设置和寻优过程 GA寻优与PSO寻优作为对比出现 figure1展示了随着迭代次数的变化，适应度函数的收敛情况 figure2展示了kp,ki,kd的迭代情况 ht 文件是用来画图的 问题解决思路.pdf 简要介绍了粒子群算法寻优的过程(In this document, the PID parameters KP, Ki, KD are optimized, and ITAE is us
被动悬架模型
- 通过simulink搭建了车辆1/4被动悬架模型，以便于选取最优的车辆控制策略(The passive suspension model of vehicle 1/4 is built by Simulink, so as to select the optimal vehicle control strategy)
蚁群算法程序(matlab)
- 基于蚁群算法的物流配送问题：研究如何规划各车辆的路径及任务分配，使得在不违反时间窗的前提下，总走行成本（距离）最少。(Logistics distribution problem)
SVM
- SVM分类器的matlab实现，针对提供的花的特征分类，并交叉验证(The matlab implementation of SVM classifier aims at providing the feature classification of flowers and cross validation)
DPC
- 基于密度的聚类方法，能够对任意形状进行聚类(The density-based clustering method that can cluster any shape)
PV
- 根据已有的经验公式，用蒙特卡罗法来模拟电动汽车24h内各时刻的充电功率需求(According to the existing empirical formula, the Monte Carlo method is used to simulate the charging power demand of the electric vehicle 24h at all times)
resample
- 完成对语音信号的重采样操作，并且有GUI信号(signal resample GUI in MATLAB)
VaR-EWMA& Historical simulation
- 用EWMA（garch（1，1））模型进行计算，rolling window的形式(use the method of rolling window size equals to 250, adopt EWMA model which also calls Garch(1,1) to calculate the Value at Risk)
1
- 小波神经网络预测水文数据，径流数据等等，输入层为4天的水位，输出为预测的水位(The wavelet neural network predicts hydrological data, runoff data and so on. The input layer is 4 days water level, and the output is the predicted water level)
程序源代码和模型
- 基于MATLAB Simulink通信系统建模与仿真 程序源代码和模型(Modeling and Simulation of Communication System Based on MATLAB Simulink Program source code and model)
BatteryChargeController
- 针对锂离子电池，建立电池模型，对于电池剩余电量进行估算，采用安时积分法，效果还可以(The lithium ion battery, a battery model, to estimate the remaining battery power, the current time integral method, the effect can also be)
MMA
- 移动渐进线法，两个源程序，用于优化求解器。具体如何应用需要自己去学习1(THE METHOD OF MOVING ASYMPTOTES)